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Generalized Decoding for Pixel, Image, and Language


Dec 21, 2022
Xueyan Zou, Zi-Yi Dou, Jianwei Yang, Zhe Gan, Linjie Li, Chunyuan Li, Xiyang Dai, Harkirat Behl, Jianfeng Wang, Lu Yuan, Nanyun Peng, Lijuan Wang, Yong Jae Lee, Jianfeng Gao

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* https://x-decoder-vl.github.io 

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Look Before You Match: Instance Understanding Matters in Video Object Segmentation


Dec 13, 2022
Junke Wang, Dongdong Chen, Zuxuan Wu, Chong Luo, Chuanxin Tang, Xiyang Dai, Yucheng Zhao, Yujia Xie, Lu Yuan, Yu-Gang Jiang

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Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning


Dec 08, 2022
Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Lu Yuan, Yu-Gang Jiang

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Self-Supervised Learning based on Heat Equation


Nov 23, 2022
Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Youzuo Lin

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Video Mobile-Former: Video Recognition with Efficient Global Spatial-temporal Modeling


Aug 25, 2022
Rui Wang, Zuxuan Wu, Dongdong Chen, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Luowei Zhou, Lu Yuan, Yu-Gang Jiang

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Should All Proposals be Treated Equally in Object Detection?


Jul 07, 2022
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Pei Yu, Jing Yin, Lu Yuan, Zicheng Liu, Nuno Vasconcelos

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* Accepted by ECCV 2022 

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GLIPv2: Unifying Localization and Vision-Language Understanding


Jun 12, 2022
Haotian Zhang, Pengchuan Zhang, Xiaowei Hu, Yen-Chun Chen, Liunian Harold Li, Xiyang Dai, Lijuan Wang, Lu Yuan, Jenq-Neng Hwang, Jianfeng Gao

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* Code will be released at https://github.com/microsoft/GLIP 

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Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding


Jun 07, 2022
Lingchen Meng, Xiyang Dai, Yinpeng Chen, Pengchuan Zhang, Dongdong Chen, Mengchen Liu, Jianfeng Wang, Zuxuan Wu, Lu Yuan, Yu-Gang Jiang

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Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning


Jun 03, 2022
Yujia Xie, Luowei Zhou, Xiyang Dai, Lu Yuan, Nguyen Bach, Ce Liu, Michael Zeng

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Reduce Information Loss in Transformers for Pluralistic Image Inpainting


May 15, 2022
Qiankun Liu, Zhentao Tan, Dongdong Chen, Qi Chu, Xiyang Dai, Yinpeng Chen, Mengchen Liu, Lu Yuan, Nenghai Yu

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* CVPR 2022, code is available at https://github.com/liuqk3/PUT 

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